{"id":"https://openalex.org/W2032271311","doi":"https://doi.org/10.1109/bibmw.2011.6112501","title":"Modular neural network model based foetal state classification","display_name":"Modular neural network model based foetal state classification","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2032271311","doi":"https://doi.org/10.1109/bibmw.2011.6112501","mag":"2032271311"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2011.6112501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2011.6112501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069348868","display_name":"Shivajirao M. Jadhav","orcid":"https://orcid.org/0000-0001-6654-0032"},"institutions":[{"id":"https://openalex.org/I132157868","display_name":"Dr. Babasaheb Ambedkar Technological University","ror":"https://ror.org/05tc4vc39","country_code":"IN","type":"education","lineage":["https://openalex.org/I132157868"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Jadhav","raw_affiliation_strings":["Department of Information Technology, Dr.\u00a0Babasaheb Ambedkar Technological University, Lonere, India","Department of Information Technology, Dr. Babasaheb Ambedkar Technological University Lonere India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Dr.\u00a0Babasaheb Ambedkar Technological University, Lonere, India","institution_ids":["https://openalex.org/I132157868"]},{"raw_affiliation_string":"Department of Information Technology, Dr. Babasaheb Ambedkar Technological University Lonere India#TAB#","institution_ids":["https://openalex.org/I132157868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058413396","display_name":"Sanjay L. Nalbalwar","orcid":"https://orcid.org/0000-0001-7307-0243"},"institutions":[{"id":"https://openalex.org/I132157868","display_name":"Dr. Babasaheb Ambedkar Technological University","ror":"https://ror.org/05tc4vc39","country_code":"IN","type":"education","lineage":["https://openalex.org/I132157868"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Nalbalwar","raw_affiliation_strings":["Department of Electronics & Telecommunications Engineering, Dr.\u00a0Babasaheb Ambedkar Technological University, Lonere, India","Department of Electronics & Telecommunications Engineering, Dr. Babasaheb Ambedkar Technological University Lonere India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Telecommunications Engineering, Dr.\u00a0Babasaheb Ambedkar Technological University, Lonere, India","institution_ids":["https://openalex.org/I132157868"]},{"raw_affiliation_string":"Department of Electronics & Telecommunications Engineering, Dr. Babasaheb Ambedkar Technological University Lonere India","institution_ids":["https://openalex.org/I132157868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111930529","display_name":"Ashok Ghatol","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103194","display_name":"Dr. D.Y. Patil Vidyapeeth, Pune","ror":"https://ror.org/00s2qq515","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210103194"]},{"id":"https://openalex.org/I4210153931","display_name":"D.Y. Patil University","ror":"https://ror.org/045qb5273","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210153931"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Ghatol","raw_affiliation_strings":["Department of Information Technology, Dr. D. Y. Patil Group of Institutions, Pune, India","Technical Director, Dr. D. Y. Patil Group of Institutions, Akurdi Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Dr. D. Y. Patil Group of Institutions, Pune, India","institution_ids":["https://openalex.org/I4210103194","https://openalex.org/I4210153931"]},{"raw_affiliation_string":"Technical Director, Dr. D. Y. Patil Group of Institutions, Akurdi Pune, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2942,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.79592877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"4","issue":null,"first_page":"915","last_page":"917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cardiotocography","display_name":"Cardiotocography","score":0.8692415356636047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6909416913986206},{"id":"https://openalex.org/keywords/modular-neural-network","display_name":"Modular neural network","score":0.6418177485466003},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6085583567619324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.60617995262146},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6055279970169067},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48041582107543945},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47881561517715454},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37997564673423767},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.17610174417495728},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.09915825724601746},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.08659806847572327}],"concepts":[{"id":"https://openalex.org/C2776046940","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Cardiotocography","level":4,"score":0.8692415356636047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6909416913986206},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.6418177485466003},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6085583567619324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.60617995262146},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6055279970169067},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48041582107543945},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47881561517715454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37997564673423767},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.17610174417495728},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.09915825724601746},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.08659806847572327},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibmw.2011.6112501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2011.6112501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1546364470","https://openalex.org/W1554663460","https://openalex.org/W1565607921","https://openalex.org/W2032612832","https://openalex.org/W2075196751","https://openalex.org/W2115908805","https://openalex.org/W2117399799","https://openalex.org/W2133218851","https://openalex.org/W2150303754","https://openalex.org/W2156325834","https://openalex.org/W2158150935","https://openalex.org/W2168337009","https://openalex.org/W2312834445","https://openalex.org/W2465768068","https://openalex.org/W2514440568","https://openalex.org/W2534770758","https://openalex.org/W2540738691","https://openalex.org/W2601784303","https://openalex.org/W3120740533","https://openalex.org/W4285719527","https://openalex.org/W4388297464","https://openalex.org/W6633908540","https://openalex.org/W6719510134"],"related_works":["https://openalex.org/W1558201422","https://openalex.org/W2281615551","https://openalex.org/W2317332738","https://openalex.org/W2022575851","https://openalex.org/W2367028704","https://openalex.org/W794512309","https://openalex.org/W14051135","https://openalex.org/W2541635150","https://openalex.org/W575330181","https://openalex.org/W2789838507"],"abstract_inverted_index":{"Cardiotocography":[0,108,159],"(CTG)":[1],"is":[2,17,64,151,155],"a":[3,71,92,99,107,145],"simultaneous":[4],"recording":[5],"of":[6,19,37,54,89,110],"foetal":[7,29,39,49,62,130],"heart":[8],"rate":[9,96,102],"(FHR)":[10],"and":[11,15,28,33,98,113],"uterine":[12],"contractions":[13],"(UC)":[14],"it":[16],"one":[18],"the":[20,38,48,55,60,142,169],"most":[21,56],"common":[22],"diagnostic":[23,124],"techniques":[24],"to":[25,83],"evaluate":[26],"maternal":[27],"well-being":[30],"during":[31],"pregnancy":[32],"before":[34],"delivery.":[35],"Assessment":[36],"state":[40],"can":[41],"be":[42],"verified":[43],"only":[44],"after":[45],"delivery":[46],"using":[47,75],"(newborn)":[50],"outcome":[51,63],"data.":[52],"One":[53],"important":[57],"features":[58,125],"defining":[59],"abnormal":[61],"low":[65],"birth":[66],"weight.":[67],"This":[68],"paper":[69],"proposes":[70],"multi-class":[72,90],"classification":[73,95,101,143],"algorithm":[74],"Modular":[76],"neural":[77],"network":[78],"(MNN)":[79],"models.":[80],"It":[81],"tries":[82],"boost":[84],"two":[85],"conflicting":[86],"main":[87],"objectives":[88],"classifiers:":[91],"high":[93,100],"correct":[94],"level":[97],"for":[103,171],"each":[104],"class.":[105],"Using":[106],"database":[109],"normal,":[111],"suspect":[112],"pathological":[114],"cases,":[115],"we":[116],"trained":[117],"MNN":[118],"classifiers":[119],"with":[120],"23":[121],"real":[122],"valued":[123],"collected":[126],"from":[127,135],"total":[128],"2126":[129],"CTG":[131],"signal":[132],"recordings":[133],"data":[134,162],"UCI":[136,158],"Machine":[137],"Learning":[138],"Repository.":[139],"We":[140],"used":[141],"in":[144,174],"detection":[146],"process.":[147],"The":[148],"proposed":[149],"methodology":[150],"presented,":[152],"which":[153],"then":[154],"tested":[156],"on":[157],"unseen":[160],"testing":[161],"sets.":[163],"Experimental":[164],"results":[165],"are":[166],"promising":[167],"paving":[168],"way":[170],"further":[172],"research":[173],"that":[175],"direction.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}